ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions.
Zheng LiYue ZhaoXiyang HuNicola BottaCezar IonescuGeorge H. ChenPublished in: CoRR (2022)
Keyphrases
- outlier detection
- cumulative distribution functions
- distribution function
- knowledge discovery
- density ratio estimation
- unsupervised learning
- detection algorithm
- fraud detection
- data streams
- data mining
- corneal endothelium
- credit card fraud detection
- supervised learning
- density estimation
- detecting outliers
- distance based outlier detection
- semi supervised
- least squares
- outlier mining
- statistical methods
- image processing
- spatial outliers
- machine learning
- real world
- data sets